Title :
An Adaptive Resource Monitoring Method for Distributed Heterogeneous Computing Environment
Author :
Yang, Gang ; Wang, Kaibo ; Zhou, Xingshe
Author_Institution :
Sch. of Comput. Sci., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
Resource performance monitoring is among the most active research topics in distributed computing. In this paper, we propose an adaptive resource monitoring method for applications in heterogeneous computing environment. According to the operating environment of distributed heterogeneous system and the changes of system resource workload, the method combines periodic pull mode with event-driven push mode to adaptively publish and retrieve system resource information. Preliminary experiments reveal that, by using our adaptive monitoring method, the efficiency of system monitoring is improved over that accrued by using regular monitoring approaches.
Keywords :
distributed processing; resource allocation; system monitoring; adaptive resource monitoring method; distributed computing; distributed heterogeneous computing environment; distributed heterogeneous system; event-driven push mode; operating environment; periodic pull mode; resource performance monitoring; system monitoring; system resource information; system resource workload; Application software; Computer applications; Computerized monitoring; Condition monitoring; Distributed computing; Distributed processing; Economic forecasting; Information retrieval; Resource management; Weather forecasting; adaptive method; heterogeneous system; performance evaluation; system monitoring;
Conference_Titel :
Parallel and Distributed Processing with Applications, 2009 IEEE International Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3747-4
DOI :
10.1109/ISPA.2009.13